Rox vs Muck Rack

Side-by-side comparison of AI visibility scores, market position, and capabilities

Muck Rack leads in AI visibility (78 vs 66)
Rox logo

Rox

ChallengerMarketing

Customer Success Intelligence

Rox is an AI-powered account management platform that helps customer success and revenue teams identify expansion opportunities and prevent churn using behavioral signals. HQ: San Francisco.

AI VisibilityBeta
Overall Score
B66
Category Rank
#1 of 2
AI Consensus
79%
Trend
stable
Per Platform
ChatGPT
61
Perplexity
69
Gemini
67

About

Rox is a revenue intelligence platform for account management and customer success teams, using AI to analyze customer health signals, product usage data, and relationship history to identify expansion opportunities, flag churn risk, and surface the right actions at the right time. Founded to address the gap between CRM data (what was said) and actual customer health (what customers do with the product), Rox integrates with product analytics, support systems, email communication, and CRM to build a composite picture of account health that goes beyond simple metrics like NPS scores or manual CSM notes.

Full profile
Muck Rack logo

Muck Rack

LeaderMedia & PR Tech — Monitoring, Outreach & Analytics

PR Software & Journalist Database

Muck Rack (New York, raised $180M, profitable) is a leading PR software platform with 300,000+ journalist profiles, media monitoring, pitch management, and PR reporting; serves thousands of agencies and in-house comms teams globally.

AI VisibilityBeta
Overall Score
B78
Category Rank
#1 of 1
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
77
Perplexity
86
Gemini
86

About

Muck Rack is a leading PR software platform that serves as a central operating system for public relations professionals, providing a comprehensive journalist and media contact database, media monitoring, pitch management, and PR reporting tools in a single platform. Founded in 2009 and headquartered in New York City, Muck Rack has grown into one of the most recognized names in PR technology, raising $180 million and reaching profitability while serving thousands of PR agencies and in-house communications teams globally. The company's media database, with profiles on more than 300,000 journalists, podcasters, and bloggers, is one of the most actively maintained in the industry.\n\nMuck Rack's platform enables PR teams to identify the right journalists and media outlets for their stories, manage outreach campaigns, track media coverage in real time, and generate reports that demonstrate the impact of PR activities to leadership. The pitch workflow allows communications professionals to send targeted pitches, monitor open rates, and track responses within the platform, creating a trackable outreach record that replaces fragmented email and spreadsheet workflows. Media monitoring capabilities alert teams to brand mentions, competitor coverage, and industry news across digital, print, and broadcast outlets.\n\nMuck Rack has positioned itself as a technology-first alternative to legacy PR database providers like Cision and Meltwater by investing heavily in data quality and user experience. Its journalist profiles are enriched with real-time social media activity, recent articles, and stated beat preferences, giving PR professionals more actionable targeting signals than traditional static media databases. The company continues to expand its platform with AI-powered features including pitch writing assistance and coverage analysis.

Full profile

AI Visibility Head-to-Head

66
Overall Score
78
#1
Category Rank
#1
79
AI Consensus
59
stable
Trend
up
61
ChatGPT
77
69
Perplexity
86
67
Gemini
86
66
Claude
70
70
Grok
81

Key Details

Category
Customer Success Intelligence
PR Software & Journalist Database
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Rox
Customer Success Intelligence
Only Muck Rack
PR Software & Journalist Database

Integrations

Both integrate with
Only Rox
Only Muck Rack

Track AI Visibility in Real Time

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